An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior

The analysis of human behavior has been attracting the attention of scientists for a long time. Prediction of user intents and actions when interacting with an information system and the corresponding adaptation of the system can significantly increase the efficiency of the joint work of the pair &q...

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Autor principal:	Nikolay Shilov
Formato:	article
Lenguaje:	EN
Publicado:	FRUCT 2021
Materias:	user behavior behavior prediction data mining pattern recognition context Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/461ecb08f9f4481a837a855a5f91084f
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spelling	oai:doaj.org-article:461ecb08f9f4481a837a855a5f91084f2021-11-20T15:59:33ZAn Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior2305-72542343-073710.23919/FRUCT53335.2021.9599960https://doaj.org/article/461ecb08f9f4481a837a855a5f91084f2021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Shi.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737The analysis of human behavior has been attracting the attention of scientists for a long time. Prediction of user intents and actions when interacting with an information system and the corresponding adaptation of the system can significantly increase the efficiency of the joint work of the pair ""user - information system"". The paper proposes an approach to modeling the behavior of information system users based on the situation analysis with the aim of further behavior analysis via, for example, machine learning methods. The main idea of the approach is to capture and compare the situation described by a context before, at the moment of, and after an action made by the user. The applicability of the proposed approach is confirmed by the presented case study.Nikolay ShilovFRUCTarticleuser behaviorbehavior predictiondata miningpattern recognitioncontextTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 246-252 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	user behavior behavior prediction data mining pattern recognition context Telecommunication TK5101-6720
spellingShingle	user behavior behavior prediction data mining pattern recognition context Telecommunication TK5101-6720 Nikolay Shilov An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
description	The analysis of human behavior has been attracting the attention of scientists for a long time. Prediction of user intents and actions when interacting with an information system and the corresponding adaptation of the system can significantly increase the efficiency of the joint work of the pair ""user - information system"". The paper proposes an approach to modeling the behavior of information system users based on the situation analysis with the aim of further behavior analysis via, for example, machine learning methods. The main idea of the approach is to capture and compare the situation described by a context before, at the moment of, and after an action made by the user. The applicability of the proposed approach is confirmed by the presented case study.
format	article
author	Nikolay Shilov
author_facet	Nikolay Shilov
author_sort	Nikolay Shilov
title	An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
title_short	An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
title_full	An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
title_fullStr	An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
title_full_unstemmed	An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior
title_sort	approach to behavior modeling based on elements of theories of planned and organizational behavior
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/461ecb08f9f4481a837a855a5f91084f
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An Approach to Behavior Modeling Based on Elements of Theories of Planned and Organizational Behavior

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